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  1. Expectation Maximisation in Python: Coin Toss Example

    Expectation Maximisation with Python : Coin Toss

    This notebook implements the example, I consider a classic for understanding Expectation Maximisation.

    See: http://www.nature.com/nbt/journal/v26/n8/full/nbt1406.html

    Notations:

    \begin{align*} \theta_A &= \text{Probability of a Heads showing up given the coin tossed is A}\\ \theta_B &= \text{Probability of a Heads showing up given the coin tossed is B}\\ \end{align*}

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